DanielTakeshi / rl_algorithms
I am implementing a lot of reinforcement learning and imitation learning algorithms since I'm sick of reading about them but not really understanding them.
☆51Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for rl_algorithms
- Accompanying code for "Deep Reinforcement Learning that Matters"☆153Updated 7 years ago
- ☆117Updated 4 years ago
- ☆161Updated 7 years ago
- NIPS 2017 Value Prediction Network☆166Updated 6 years ago
- Machine Learning Course Project Skoltech 2018☆108Updated 5 years ago
- Modular multitask reinforcement learning with policy sketches☆105Updated 3 years ago
- A TensorFlow implementation of DeepMind's A Distributional Perspective on Reinforcement Learning.(C51-DQN)☆56Updated 7 years ago
- This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement le…☆213Updated 5 years ago
- A working implementation of the Categorical DQN (Distributional RL).☆96Updated 6 years ago
- Noisy Networks for Exploration☆185Updated 6 years ago
- Building Agents with Imagination: pytorch step-by-step implementation☆205Updated 5 years ago
- Easy TensorFlow logging for quick prototypes☆110Updated 3 years ago
- A parallel version of Trust Region Policy Optimization☆65Updated 7 years ago
- ☆99Updated 8 years ago
- [NIPS 2017] InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations☆176Updated 5 years ago
- A reinforcement learning framework☆154Updated 5 years ago
- Reason8.ai PyTorch solution for NIPS RL 2017 challenge☆84Updated 5 years ago
- Awesome RL: Papers, Books, Codes, Benchmarks☆115Updated last year
- Our NIPS 2017: Learning to Run source code☆56Updated last year
- Full World Models Implementation in Chainer☆165Updated 6 years ago
- High-quality implementations of deep reinforcement learning algorithms for experiments☆51Updated 2 months ago
- pytorch implementation of Curiosity-driven Exploration by Self-supervised Prediction☆79Updated 5 years ago
- ☆98Updated 8 years ago
- third person imitation learning. Archival only.☆77Updated 5 years ago
- Stochastic Neural Networks for Hierarchical Reinforcement Learning☆96Updated 6 years ago
- Basic versions of agents from Spinning Up in Deep RL written in PyTorch☆197Updated 3 years ago
- A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release th…☆201Updated 4 years ago
- Velocity in deep-learning research☆276Updated last year